13133 / 13168 - Machine Learning

Publications 2017

Papers in WoS Journals

PRŮŠA, D. and T. WERNER. LP Relaxation of the Potts Labeling Problem Is as Hard as Any Linear Program. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017, 39(7), 1469-1475. ISSN 0162-8828. DOI 10.1109/TPAMI.2016.2582165.

CAO, J., et al. Polarized actin and VE-cadherin dynamics regulate junctional remodelling and cell migration during sprouting angiogenesis. Nature Communications. 2017, 8(1), ISSN 2041-1723. DOI 10.1038/s41467-017-02373-8. Available from: https://doi.org/10.1038/s41467-017-02373-8

PRŮŠA, D. Complexity of Matching Sets of Two-Dimensional Patterns by Two-Dimensional On-Line Tessellation Automaton. International Journal of Foundations of Computer Science. 2017, 28(5), 623-640. ISSN 0129-0541. DOI 10.1142/S012905411740010X.

NAVARA, M. Orthoalgebras as pastings of Boolean algebras. International Journal of Theoretical Physics. 2017, 56(12), 4126-4132. ISSN 0020-7748. DOI 10.1007/s10773-017-3479-3.

PRŮŠA, D. and K. REINHARDT. Undecidability of the emptiness problem for context-free picture languages. Theoretical Computer Science. 2017, 679 118-125. ISSN 0304-3975. DOI 10.1016/j.tcs.2016.03.025.

NAVARA, M. and M. NAVAROVÁ. Principles of inclusion and exclusion for interval-valued fuzzy sets and IF-sets. Fuzzy Sets and Systems. 2017, 324(1), 60-73. ISSN 0165-0114. DOI 10.1016/j.fss.2016.08.009.

GABRIËLS, J., S.M. GAGOLA III, and M. NAVARA. Sasaki projections. Algebra universalis. 2017, 77(3), 305-320. ISSN 0002-5240. DOI 10.1007/s00012-017-0428-1.

CEVIKALP, H. and V. FRANC. Large-scale robust transductive support vector machines. Neurocomputing. 2017, 235 199-209. ISSN 0925-2312. DOI 10.1016/j.neucom.2017.01.012.

Books, Book Chapters and Lecture Notes

FREUND, R., F. MRÁZ, and D. PRŮŠA, eds. Ninth Workshop on Non-Classical Models of Automata and Applications (NCMA 2017). Prague, 2017-08-17/2017-08-18. Wien: Österreichische Computer Gesellschaft, 2017. ISBN 978-3-903035-18-8.

BEJINES LÓPEZ, C., et al. On the Preservation of an Equivalence Relation Between Fuzzy Subgroups. In: Advances in Fuzzy Logic and Technology 2017. Cham: Springer International Publishing, 2017. DOI 10.1007/978-3-319-66830-7_15.

BEJINES LÓPEZ, C., et al. Some Results About Fuzzy Consequence Operators and Fuzzy Preorders Using Conjunctors. In: Aggregation Functions in Theory and in Practice. Cham: Springer International Publishing, 2017. DOI 10.1007/978-3-319-59306-7_26.

Conference Proceedings

GABRIËLS, J., S GAGOLA III, and M. NAVARA. Sasaki projections and related operations. In: Topology, Algebra and Categories in Logic 2017. Topology, Algebra, and Categories in Logic 2017, Prague, 2017-06-26/2017-06-30. Praha: Institute of Computer Science AS CR, 2017. p. 30-31.

NAVARA, M. Pastings of orthostructures. In: IQSA Meeting 2017. Workshop on Quantum Structures 2017, Nijmegen, 2017-07-04/2017-07-07. Radboud University Nijmegen, 2017. p. 44-45.

PRŮŠA, D. and T. WERNER. LP Relaxations of Some NP-Hard Problems Are as Hard as Any LP. In: KLEIN, P. N., ed. Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms. 28th Annual ACM-SIAM Symposium on Discrete Algorithms, Barcelona, 2017-01-16/2017-01-19. Philadelphia, PA: Society for Industrial and Applied Mathematics, 2017. p. 1372-1382. ISBN 978-1-61197-478-2. DOI 10.1137/1.9781611974782.89. Available from: http://epubs.siam.org/doi/abs/10.1137/1.9781611974782.89

ŠPETLÍK, R., et al. Visual Language Identification from Facial Landmarks. In: SHARMA, P. and F.M. BIANCHI, eds. Image Analysis, Part II. 20th Scandinavian Conference, SCIA 2017, Tromsø,, Tromso, 2017-06-12/2017-06-14. Springer, Cham, 2017. p. 389-400. Lecture Notes in Computer Science. vol. 10270. ISSN 0302-9743. ISBN 978-3-319-59128-5. DOI 10.1007/978-3-319-59129-2_33.

BRESLER, M., D. PRŮŠA, and V. HLAVÁČ. Recognizing Off-Line Flowcharts by Reconstructing Strokes and Using On-Line Recognition Techniques. In: Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition. ICFHR 2016: 15th International Conference on Frontiers in Handwriting Recognition, Shenzhen, 2016-10-23/2016-10-26. Los Alamitos: IEEE Computer Society, 2017. p. 48-53. ISSN 2167-6445. ISBN 978-1-5090-0981-7. DOI 10.1109/ICFHR.2016.0022. Available from: ftp://cmp.felk.cvut.cz/pub/cmp/articles/prusa/Bresler-Prusa-Hlavac-ICFHR2016.pdf

NAVARA, M. and J. ŠINDELÁŘ. The role of information in the two envelope problem. In: ITAT 2017: Information Technologies – Applications and Theory. Martinské hole, Malá Fatra, 2017-09-22/2017-09-26. Aachen: CEUR Workshop Proceedings, 2017. p. 112-119. vol. 1885. ISBN 9781974274741.

HAN, Y. S. and D. PRŮŠA. Template-Based Pattern Matching in Two-Dimensional Arrays. In: BARNEVA, R.P. and V. E. BRIMKOV, eds. Combinatorial Image Analysis. 18th International Workshop on Combinatorial Image Analysis, Plovdiv, 2017-06-19/2017-06-21. Cham: Springer, 2017. p. 79-92. Lecture Notes in Computer Science. vol. 10256. ISSN 0302-9743. ISBN 978-3-319-59107-0. DOI 10.1007/978-3-319-59108-7_7.

FRANC, V. and J. ČECH. Learning CNNs for face recognition from weakly annotated images. In: International Conference on Automatic Face and Gesture Recognition Workshops, Biometrics in the Wild. The 12th IEEE International Conference on Automatic Face and Gesture Recognition, Washington DC, 2017-05-30/2017-06-03. USA: IEEE Computer Society, 2017. p. 933-940. ISSN 2326-5396. ISBN 978-1-5090-4023-0. DOI 10.1109/FG.2017.115. Available from: ftp://cmp.felk.cvut.cz/pub/cmp/articles/franc/Franc-EMSVM-FG2017.pdf

Dissertations

ANTONIUK, K. Discriminative learning from partially annotated examples. Praha: Defense date 2017-02-24. PhD Thesis. ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání. Supervised by V. HLAVÁČ and V. FRANC.

Research Reports

WERNER, T. On Coordinate Minimization of Convex Piecewise-Affine Functions Piecewise-Affine Functions. [Research Report] Praha: ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání, 2017. Report no. CTU--CMP--2017--05. ISSN 1213-2365.